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MH-YOLO:Multiple heterogeneous YOLO for apple orchard pest detection

Bo Ma Linlin Sun Junlin Mu Zhuo Ren Guanghao Kang Ruofei Liu Shuangxi Liu Xianliang Hu Hongjian Zhang Jinxing Wang

Information Processing in Agriculture2026，Vol.13Issue(1)：P.47-71,25.

Information Processing in Agriculture2026，Vol.13Issue(1)：P.47-71,25.DOI:10.1016/j.inpa.2025.08.001

MH-YOLO:Multiple heterogeneous YOLO for apple orchard pest detection

Bo Ma ¹Linlin Sun ²Junlin Mu ¹Zhuo Ren ²Guanghao Kang ¹Ruofei Liu ¹Shuangxi Liu ¹Xianliang Hu ³Hongjian Zhang ²Jinxing Wang⁴

作者信息

1. College of Mechanical and Electronic Engineering,Shandong Agricultural University,Taian,Shandong 271018,China
2. College of Mechanical and Electronic Engineering,Shandong Agricultural University,Taian,Shandong 271018,China Shandong Province Key Laboratory of Horticultural Machinery and Equipment,Taian,Shandong 271018,China
3. Shandong Xiangchen Technology Group Co.,Ltd,Jinan,Shandong 250000,China
4. College of Mechanical and Electronic Engineering,Shandong Agricultural University,Taian,Shandong 271018,China Shandong Provincial Engineering Laboratory of Agricultural Equipment Intelligence,Taian,Shandong 271018,China
折叠

摘要

关键词

Apple orchard pest identification/Multiple heterogeneous strategies/Precise identification/Model lightweight

分类

农业科技

引用本文复制引用

Bo Ma,Linlin Sun,Junlin Mu,Zhuo Ren,Guanghao Kang,Ruofei Liu,Shuangxi Liu,Xianliang Hu,Hongjian Zhang,Jinxing Wang..MH-YOLO:Multiple heterogeneous YOLO for apple orchard pest detection[J].Information Processing in Agriculture,2026,13(1):P.47-71,25.

基金项目

funded by the Shandong-Chongqing Science and Technology Collaboration Project,National Natural Science Foundation of China(32071908 and 32472014) （32071908 and 32472014）

China Agriculture Research System(CARS-27) （CARS-27）

Shandong Province Key R&D Plan(2023TZXD061) （2023TZXD061）

Shandong Province“University Youth Innovation Team”Program(2023KJ160). （2023KJ160）

Information Processing in Agriculture

ISSN：2097-0153

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